Ruisheng Cao
- Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
2024/11/12 by Fangyu Lei, Lei, Fangyu, Jixuan Chen +29 · 65 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Service-Oriented Architecture and Web Services #Scientific Computing and Data Management
- LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
2021/06/02 by Ruisheng Cao, Lu Chen, Cao, Ruisheng +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
2024/07/15 by Ruisheng Cao, Fangyu Lei, Cao, Ruisheng +43 · 13 citations
Computer Science · #Semantic Web and Ontologies
- ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser
2021/04/10 by Zhi Chen, Lu Chen, Chen, Zhi +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Reducing Tool Hallucination via Reliability Alignment
2024/12/05 by Hongshen Xu, Xu, Hongshen, Zhu, Zichen +13 · 8 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- Semantic Parsing with Dual Learning
2019/07/10 by Ruisheng Cao, Su Zhu, Cao, Ruisheng +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Topic Modeling
- A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames
2024/02/28 by Hongshen Xu, Xu, Hongshen, Ruisheng Cao +11 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling